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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Hospital Admissions and Outcomes
Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

820 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
820 works in the cohort · of 4,299,418page 8 of 17

Labels cover 1 of 820 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 820 of 820 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Postoperative Outcomes Following Preweekend Surgery
Sanjana Ranganathan, Carlos Riveros, Yusuke Tsugawa, Michael Geng, Vatsala Mundra, Zachary Melchiode +6 more
2025· article· en· JAMA Network Open· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
July Effect in Obstetric Outcomes
2022· article· en· International Journal of Women s Health· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueunlabeled
Scrubs: What you don't see is what you get
Gabriella Jacob
2009· article· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Accredited Interventional Pulmonary Fellowships
Hans J. Lee, John J. Mullon
2015· editorial· en· Journal of Bronchology & Interventional Pulmonology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
5
citations
affaboutunlabeled
Hospital readmissions and the day of the week
Aman Verma, Christian M. Rochefort, Guido Powell, David L. Buckeridge
2018· article· en· Journal of Health Services Research & Policy· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Hospitalists, two decades later: Which US hospitals utilize them?
Josué Patien Epané, Robert Weech‐Maldonado, Larry R. Hearld, Bisakha Sen, Stephen O’Connor, Luceta McRoy
2020· article· en· Health Services Management Research· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
Paperless handover: are we ready?
Arpana R. Vidyarthi, Maitreya Coffey
2015· letter· en· BMJ Quality & Safety· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
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